6000 2000 2000 people

parameter estimates

true_param mean se_mean sd 2.5% 25% 50% 75% 97.5% n_eff Rhat
bu11 -1.000 -0.982 0.009 0.100 -1.188 -1.045 -0.978 -0.914 -0.803 134.410 1.040
bu12 0.500 0.482 0.004 0.057 0.377 0.443 0.479 0.517 0.600 195.452 1.029
by1 1.000 1.080 0.001 0.044 0.994 1.050 1.080 1.110 1.170 3030.023 1.001
by2 0.500 0.461 0.000 0.028 0.406 0.442 0.461 0.480 0.515 4022.724 1.001
b00 0.000 -0.008 0.000 0.026 -0.059 -0.025 -0.008 0.010 0.044 14374.736 1.000
a11 0.290 0.406 0.004 0.064 0.290 0.362 0.403 0.447 0.541 234.496 1.025
b0 0.367 0.358 0.000 0.037 0.286 0.333 0.359 0.383 0.429 14616.350 1.000
b11 -0.102 -0.151 0.002 0.037 -0.228 -0.175 -0.149 -0.126 -0.083 558.955 1.011

plots

Traceplots

Autoregression

Pair plots

6000 2000 1000 people

parameter estimates

true_param mean se_mean sd 2.5% 25% 50% 75% 97.5% n_eff Rhat
bu11 -1.000 -0.558 0.484 0.690 -1.163 -0.993 -0.901 -0.363 0.687 2.033 7.700
bu12 0.500 0.297 0.259 0.370 -0.382 0.169 0.475 0.534 0.643 2.047 6.371
by1 1.000 0.979 0.001 0.066 0.851 0.935 0.979 1.025 1.107 5449.988 1.001
by2 0.500 0.459 0.001 0.042 0.376 0.431 0.459 0.488 0.542 6990.670 1.001
b00 0.000 0.000 0.000 0.037 -0.072 -0.025 0.000 0.025 0.072 21749.650 1.000
a11 0.202 0.074 0.163 0.245 -0.473 -0.017 0.169 0.238 0.360 2.261 2.819
b0 0.348 0.318 0.000 0.053 0.216 0.283 0.318 0.354 0.422 21487.991 1.000
b11 -0.158 -0.078 0.160 0.233 -0.318 -0.230 -0.182 -0.011 0.412 2.124 3.931

plots

Traceplots

Autoregression

Pair plots

10000 3000 1000 people

parameter estimates

true_param mean se_mean sd 2.5% 25% 50% 75% 97.5% n_eff Rhat
bu11 -1.000 -0.856 0.004 0.098 -1.062 -0.919 -0.851 -0.788 -0.681 478.604 1.006
bu12 0.500 0.381 0.002 0.057 0.279 0.341 0.378 0.416 0.501 776.059 1.004
by1 1.000 1.050 0.001 0.067 0.918 1.006 1.050 1.095 1.182 8554.603 1.000
by2 0.500 0.519 0.000 0.037 0.446 0.494 0.519 0.544 0.593 11287.826 1.000
b00 0.000 -0.019 0.000 0.035 -0.088 -0.043 -0.020 0.004 0.049 36397.075 1.000
a11 0.120 0.236 0.002 0.090 0.065 0.175 0.233 0.294 0.421 3137.879 1.002
b0 0.331 0.291 0.000 0.051 0.192 0.256 0.290 0.325 0.391 36204.934 1.000
b11 -0.157 -0.261 0.001 0.061 -0.388 -0.300 -0.258 -0.219 -0.149 1710.431 1.003

plots

Traceplots

Autoregression

Pair plots